{"id":196590,"date":"2024-09-23T11:27:38","date_gmt":"2024-09-23T16:27:38","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/09\/nikhilvyas-soap"},"modified":"2024-09-23T11:27:38","modified_gmt":"2024-09-23T16:27:38","slug":"nikhilvyas-soap","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/09\/nikhilvyas-soap","title":{"rendered":"Nikhilvyas\/SOAP"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/nikhilvyas-soap2.jpg\"><\/a><\/p>\n<p>There is growing evidence of the effectiveness of Shampoo, a higher-order preconditioning method, over Adam in deep learning optimization tasks.<\/p>\n<p>However, Shampoo\u2019s drawbacks include additional hyperparameters and computational overhead when compared to Adam, which only updates running averages of\u2026<\/p>\n<p>SOAP: Improving and Stabilizing Shampoo using Adam.<\/p>\n<p>N vyas, D morwani, R zhao, I shapira\u2026<\/p>\n<hr>\n<p>Contribute to nikhilvyas\/SOAP development by creating an account on GitHub.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>There is growing evidence of the effectiveness of Shampoo, a higher-order preconditioning method, over Adam in deep learning optimization tasks. However, Shampoo\u2019s drawbacks include additional hyperparameters and computational overhead when compared to Adam, which only updates running averages of\u2026 SOAP: Improving and Stabilizing Shampoo using Adam. N vyas, D morwani, R zhao, I shapira\u2026 Contribute [\u2026]<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-196590","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/196590","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=196590"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/196590\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=196590"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=196590"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=196590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}